{"product_id":"automatic-prediction-and-model-selection-von-massimiliano-marinucci","title":"Automatic Prediction and Model Selection","description":"\u003cp\u003eThe literature on prediction and model selection is  highly interdisciplinary and interest in this field is  fast growing. In this work, the author reviews some  recent methodological developments which may be useful  in situations where nothing, or little, is known about the process that generated the data. Special attention is devoted to flexible modeling algorithms, which combine linear and non-linear functional forms, balancing between complexity and good approximation  properties to the unknown data generating process.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838326894\"\u003e\u003ch3\u003ePractical approaches and empirical applications\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838326894","offer_id":39469197623389,"sku":"9783838326894","price":68.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/614bd53c-e67d-412c-99b1-00a8234829fe.jpg?v=1755928099","url":"https:\/\/shop.autorenwelt.de\/products\/automatic-prediction-and-model-selection-von-massimiliano-marinucci","provider":"Autorenwelt Shop","version":"1.0","type":"link"}